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Exascale Deep Learning for Climate Analytics

Thorsten Kurth
Application Perfomance Specialist at The National Energy Research Scientific Computing Center (NERSC), Lawrence Berkeley National Library
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TensorFlow Dev Summit 2019
March 7 2019, Sunnyvale, CA, United States
TensorFlow Dev Summit 2019
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Exascale Deep Learning for Climate Analytics
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  • Thorsten Kurth
    Application Perfomance Specialist at The National Energy Research Scientific Computing Center (NERSC), Lawrence Berkeley National Library

About the talk

Climate change will have fundamental socio-economic impact and it is imperative for us to understand it better. This talk will show how TensorFlow was utilized on the world’s fastest supercomputer in order to extract pixel level segmentation masks of extreme weather phenomena in climate simulation data, thereby enabling climate scientists to perform high-fidelity, fine grained geo-spatial analyses of the effects of climate change.

Speaker: Thorsten Kurth, Lawrence Berkeley National Library


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